Basic Statistics

Raw Counts

Name Value
Rows 4,398
Columns 27
Discrete columns 10
Continuous columns 17
All missing columns 0
Missing observations 4,480
Complete Rows 1,490
Total observations 118,746
Memory allocation 875.5 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 2 columns ignored with more than 50 categories.
## town_city: 467 categories
## community_of_learning_id: 182 categories

QQ Plot

## Warning: Removed 120 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 120 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 240 rows containing non-finite outside the scale range (`stat_qq()`).
## Warning: Removed 240 rows containing non-finite outside the scale range (`stat_qq_line()`).

Correlation Analysis

## 2 features with more than 20 categories ignored!
## town_city: 234 categories
## community_of_learning_id: 181 categories

Principal Component Analysis

## 2 features with more than 50 categories ignored!
## town_city: 234 categories
## community_of_learning_id: 181 categories